{
  "id": 17925877,
  "title": "Strategist: Evolving Reasoning with Agents",
  "url": "https://urgent.news/2026/11/02/strategist-evolving-reasoning-with-agents",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-02T18:51:04.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2611.03618v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "A model is only half of an AI agent system. The other half is the inference strategy: the reasoning procedure that turns model calls into a response. Today that second half is written by hand, and the experience of building one strategy never carries to the next. We introduce Strategist, a meta-agent that evolves inference strategies across tasks. Each strategy is written as a…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}